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Research:

• Scientific Challenge
• Research Foci
• Clinical Challenges & Assessements
• Ph.D. Supervised
  • On-going Ph.D.
  • Graduated Ph.D.

On-going Ph.D. Supervisions

Mehdi OUNISSI	Explainable Artificial Intelligence Ph.D. Candidate, Sorbonne University
Gabriel JIMENEZ GARAY	Interpretable Deep Learning in Computational Histopathology for Alzheimer Disease Patients' Stratification Refinement Ph.D. Candidate, Sorbonne University

Graduated Ph.D.s Supervised

Oumeima LAIFA	A Joint Discriminative-generative Approach For Tumor Angiogenesis Assessment In Computational Pathology Ph.D. Of The Sorbonne University, Paris, France EDITE, Ed130 Doctoral School - Computer Science, Telecommunication And Electronics Ph.D. Oral Defense: 2 Sept. 2019, Paris, France jury: Prof. Yannick Kergosien (president), Prof. Maria Gloria Bueno Garcia(reviewer), A/Prof.Dr.Habil. Vlad Popovici (reviewer), A/Prof. Nicolas Lomenie (examiner), Dr.Habil. Thierry Delzescaux (examiner), Prof. Daniel Racoceanu (supervisor) co-supervised With Dr Wee Kuan Lee (Bioinformatics Institute, A*STAR, Singapore) [Ph.D. Report]&[slides]
Lamine TRAORE	Semantic Modelling Of A Histopathology Imageexploration And Analysis Tool Ph.D. of the University Pierre And Marie Curie, Paris, France ED393 Doctoral School - Public Health: Epidemiology And Biomedical Informatics 8 Dec. 2017, Paris, France jury: Prof. Patrick Brezillon (president), Prof. Jacques Demongeot (reviewer), Dr Bernard Gibaud (reviewer), Dr Charlotte Gardair, Md (examiner), Prof. Yannick Kergosien (supervisor), Prof. Daniel Racoceanu (supervisor) [Ph.D. Report] & [synopsis] & [slides]
Bassem BEN CHEIKH	Graph-based Mathematical Morphology For The Characterization Of The Spatial Organization Of Histological Structures In High-content Images: Application To Tumor Microenvironment In Breast Cancer Ph.D. of the University Pierre And Marie Curie, Paris, France EDITE, Ed130 Doctoral School - Computer Science, Telecommunication And Electronics 26 Sept 2017, Paris, France jury: Prof. Yannick Kergosien (president), Prof. Olivier Lezoray (reviewer), Prof. Peter Hufnagl (reviewer), Prof. Wiliam Puech (examiner), Prof. Daniel Racoceanu (supervisor) [Ph.D. Report] & [synopsis] & [slides]
Olivier MORERE	Deep Learning Compact And Invariant Image Descriptors For Instance Retrieval Ph.D. of the University Pierre And Marie Curie, Paris, France EDITE, Ed130 Doctoral School - Computer Science, Telecommunication And Electronics 8 June 2016, Paris, France jury: A/prof. Nicolas Tome (president), Prof. Henning Muller (reviewer), Prof. Gerard Bloch (reviewer), Prof. Jacques Demongeot (examiner), Prof. Daniel Racoceanu (supervisor), Dr Antoine Veillard (co-supervisor), Dr Vijay Chandresekhar (co-supervisor) co-supervised With Dr Antoine Veillard (upmc), Dr Vijay Chandresekhar (i2r, A*star) And Dr Hanlin Goh (i2r, A*star) [Ph.D. Report] & [slides]
Sreetama BASU	Digital Reconstruction Of Neuronal Structures From 3d Microscopy Data Ph.D. Of The National University Of Singapore 24 March 2014, Singapore co-supervised With A/prof. Wei-tsang Ooi, National University Of Singapore first Position After Ph.D.: Research Fellow, Ecole Normale Supérieure, Paris, France. [Ph.D. Report] & [slides]
Antoine FAGETTE	Dense Crowd Analysis Ph.D. of the University Pierre And Marie Curie, Paris, France EDITE, Ed130 Doctoral School - Computer Science, Telecommunication And Electronics 13 June 2014, Paris, France jury: Reviewers: Prof. Lawrence Wong (nus) And Dr Ivan Laptev (inria), Members: Dr Fabien Moutarde (mines Paristech (ecole Nationale Supérieure Des Mines, Paris), Prof. Matthieu Cord (upmc), A/prof. Nicolas Courty (univ. Bretagne Sud), Supervisor: Prof. Daniel Racoceanu (upmc), Co-supervisor: Dr Jean-yves Dufour (thales). position After The Ph.D.: Thales-asia Solution Engineer [Ph.D. Report] & [synopsis] & [slides]
Stéphane RIGAUD	Analysis-synthesis Approach For Neurosphere Modelisation Under Phase-contrast Microscopy Ph.D. of the University Pierre And Marie Curie, Paris, France EDITE, Ed130 Doctoral School - Computer Science, Telecommunication And Electronics 10th Of March 2014, Paris, France jury: Reviewers: Xavier Descombes (DR CNRS Sophia Antipolis) And Patrick Bouthemy (DR INRIA Rennes), Examiners: Vincent Demouly (UPMC), Thomas Boudier (UPMC), Supervisor: Daniel Racoceanu (Sorbonne Univ. - UPMC), Co-supervisor : Joo-hwee Lim (I2R/a*STAR, Advisor : Nicolas Lomenie (UPD) first Position After Ph.D.: Institut Curie, Paris, France, (3 Years Contract) [Ph.D. Report] & [synopsis] & [slides]
Humayun IRSHAD	Automated Mitosis Detection In Color And Multispectral High-content Images In Histopathology: Application To Breast Cancer Grading In Digital Pathology Ph.D. of The University Grenoble Alpes, UJF-Grenoble 1. 20th Of January 2014, Grenoble, France jury: Reviewers: William Puech (university Montpellier) And Nasir Rajpot (warwick University, Uk), Members : Jean-marc Chassery (dr Cnrs, Grenoble), Frédérique Capron (ghu-ps, Upmc, Paris), Alexandre Gouaillard, (temasys Communications, Singapore), Jacques Klossa (tribvn, Chatillon), Supervisor : Daniel Racoceanu (upmc, Paris) And Ludovic Roux (ujf Grenoble 1) Co-supervisor. first Position After Ph.D.: Research Fellow, Harvard Medical School, Boston, Us (3 Years Contract). [Ph.D. Report] & [synopsis] & [slides]
Antoine VEILLARD	Kernel Methods For The Incorporation Of Prior-knowledge Into Support Vector Machines Ph.D. of the National University Of Singapore 11 Dec. 2012, Singapore jury: Gérard Bloch (reviewer), Michael S. Brown (reviewer), Mong Li Lee (president), Stéphane Bressan (co-supervisor), D. Racoceanu (co-supervisor) first Position After Ph.D.: Research Fellow @ University Pierre And Marie Curie (3 Years Contract) [Ph.D. Report] & [synopsis] & [slides]
Roxana Oana TEODORESCU (Ép. Vancea)	Parkinson's Disease Prognosis Using Diffusion Tensor Imaging Features Fusion / Pronostic De La Maladie De Parkinson, Basé Sur La Fusion Des Caractéristiques D'images Par Résonance Magnétique De Diffusion double Ph.D. Diplomae: University Of Franche-comté And Politehnica University Of Timisoara 11 Apr. 2011,Besançon, France jury: Henning Muller (president), Pierre Jannin (reviewer), Touradj Ebrahimi (reviewer), Vladimir Ioan Cretu (co-supervisor), Daniel Racoceanu (co-supervisor), Noureddine Zerhouni. first Position After The Ph.D.: Research Fellow @ Mount Sinai University Hospital, New York (3 Years Contract) [Ph.D. Report] & [slides]
Adina Eunice TUTAC (Ép. Branici)	Formal Representation And Reasoning For Microscopic Medical Image-based Prognosis. Application To Breast Cancer Grading / Représentation Et Raisonnement Formels Pour Le Pronostic Basé Sur L’imagerie Médicale Microscopique. Application à La Graduation Du Cancer Du Sein double Ph.D. Diplomae: University Of Franche-comté And Politehnica University Of Timisoara 22 Oct. 2010, Timisoara, Romania jury: Nicolae Robu (president), Christian Roux (reviewer), Henning Muller (reviewer), V. Cretu (co-supervisor), D. Racoceanu (co-supervisor), Nicolas Lomenie, Noureddine Zerhouni, Gheorghe Mihalas, Jacques Klossa (research Director Sme Tribvn) first Position After The Ph.D.: R&d Manager At Sionic Srl, Timisoara, Romania [Ph.D. Report] & [slides]
Nicolas PALLUAT	Dynamic Monitoring Using Temporal Neuro-fuzzy Systems / méthodologie De Surveillance Dynamique à L’aide Des Réseaux Neuro-flous Temporels Ph.D. of the University of Franche-comté, 12 Jan. 2006, Besançon, France jury : C. Chu (president), P. Brézillon (reviewer), B. Ould-bouamama (reviewer), A. Bourjault, J-m. Olive, D. Racoceanu (co-supervisor), N. Zerhouni (co-supervisor), J-b Leger (ceo Predict). first Position After The Ph.D.: Post-doctoral Fellow In Brezil (2,5 Years Contract) [Ph.D. Report] & [slides]
Eugenia MINCA	Discrete Events Systems Monitoring Using Fuzzy Petri Nets. Application To Flexible Production Systems E-maintenance / Surveillance Des Systèmes En Utilisant Les Réseaux De Petri Flous. Application à La E-maintenance De Systèmes Flexibles De Production Ph.D. of the University Of Franche-comté, Besançon, 24 Sept. 2004, Târgoviste, Romania jury : I. Cucui (president), V. Manzu (reviewer), C. Sibertin-blanc (reviewer), J. Cardoso, A. Dorin, N. Zerhouni (co-supervisor), D. Racoceanu (co-supervisor) first Position Afetehr The Ph.D.: A/prof. (tenure Position) University Valahia, Targoviste, Romania [Ph.D. Report] & [slides]
Ryad ZEMOURI	Monitoring Using Dynamic Neural Networks: Application To The E-maintenance / Contribution à La Surveillance Des Systèmes à L’aide Des Réseaux De Neurones Dynamiques: Application à La E-maintenance Ph.D. of the University Of Besançon, France 28 Nov. 2003, Besançon, France Jury: A. Bourjault (president), D. Hammad (reviewer), D. Noyes (reviewer), J-m. Faure, D. Racoceanu (co-supervisor), N. Zerhouni (co-supervisor), R. Labourier (ceo Avensy Ingénierie). first Position After The Ph.D.: A/prof. (tenure Position) Conservatoire National Des Arts Et Métiers (cnam), Paris, France [Ph.D. Report] & [slides]